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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "The "immigrants" are not the …" 3,653 comments · Page 52 of 147
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours …
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours as their own kith and kin. People want to live among other people who have very similar behaviours and cultural values. White western culture has been very welcoming of non white immigration, but not to the extent that the whites feel that they are being diluted out of existence by the mass immigration of foreign minorities. Especially when those minorities have no intention of assimilating in in any way, are offensive towards the white population, and engage in serious criminal behaviour.
Identity Attack0.40713623
Insult0.1469393
Profanity0.08096472
Threat0.011068452
Severe Toxicity0.014447021
Moderate 0.33255672 Moderate Con 0.493 Fear_Threat
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Identity Attack0.34324843
Insult0.25800487
Profanity0.032894265
Threat0.009256045
Severe Toxicity0.013672344
Moderate 0.33255672 Moderate Con 0.345 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust …
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust me, every Indian I lived with was civically minded. Blame the scams ...not the people! That's the federal governments fault!! Indian people have lived here for decades and in the UK. Unfortunately the scams have hurt the community!! (Even listen to the people in the interviews. Some of the best people I've met, and they ARE part of my community. I do worry about the scams but that's it)
Identity Attack0.37361985
Insult0.24928534
Profanity0.08193458
Threat0.010809537
Severe Toxicity0.013866014
Moderate 0.3317266 Constructive 0.887 Solidarity
Jan 19, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
I hate how hard I work trying to save up for a house and yet immigrants who come over just automatically get one. I'm tired when I'm on a call with someone it always ends …
I hate how hard I work trying to save up for a house and yet immigrants who come over just automatically get one. I'm tired when I'm on a call with someone it always ends up being someone with an extremely thick accent to the point where I have to decipher what they're saying. I've kept most of this frustration to myself cause I don't want to be racist, but it's getting over to that boil over point. It honestly feels like we're slowly being taken over. I'm never having kids simply because it's too expensive. Why would I bring a kid into this world, if they're probably gonna have it way worse than I.
Identity Attack0.36273825
Insult0.18480228
Profanity0.20592089
Threat0.012596053
Severe Toxicity0.018707745
Moderate 0.3317266 Constructive 0.698
Aug 26, 2025 Why Canadians Are Turning Against …
Good on M.P. Matt Stauss..The Minister of Immigration is a disaster...as is the entire process. Either she lying or she has no idea what is going on in her department.
Good on M.P. Matt Stauss..The Minister of Immigration is a disaster...as is the entire process. Either she lying or she has no idea what is going on in her department.
Identity Attack0.020279141
Insult0.36798462
Profanity0.02167175
Threat0.007741391
Severe Toxicity0.004711151
Moderate 0.3317266 Constructive 0.509 Policy_Critique
Nov 21, 2025 4 likes Thousands of refugees allowed into …
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and …
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and sanitation, I know first-hand who the least hygienic people are, and there is no contest. Indians are at the top of that list. Remember that the next time you see them handling your food.
Identity Attack0.39870077
Insult0.16124763
Profanity0.020851927
Threat0.009100696
Severe Toxicity0.011444092
Moderate 0.3308965 Constructive 0.668 Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Tyler, the offspring of Portuguese farming immigrants fleeing to the US because of economic instability and war, has become a person who attacks and disparages people doing the very thing his ancestors did. Shame. Central …
Tyler, the offspring of Portuguese farming immigrants fleeing to the US because of economic instability and war, has become a person who attacks and disparages people doing the very thing his ancestors did. Shame. Central Valley logic. Not surprised.
Identity Attack0.23998553
Insult0.25998658
Profanity0.022013342
Threat0.05914995
Severe Toxicity0.011444092
Moderate 0.3308965 Moderate Con 0.486 Moral_Argument
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the elderly, giving your seat up on a bus, not taking proper drivers training. They have been taking a lot of trucker jobs and there is barely one Tim Hortons in Canada that will hire a white person.
Identity Attack0.40351558
Insult0.13607834
Profanity0.03239325
Threat0.008867673
Severe Toxicity0.011520386
Moderate 0.3308965 Constructive 0.702 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a Canadian never needed an immigrant for nothing😅
I'm a Canadian never needed an immigrant for nothing😅
Identity Attack0.3825363
Insult0.13969865
Profanity0.028913507
Threat0.008129764
Severe Toxicity0.012359619
Moderate 0.3308965 Moderate Con 0.466
Nov 21, 2025 13 likes Quebec Ends Economic Immigration Program …
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they …
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they don't.
Identity Attack0.44690517
Insult0.107333586
Profanity0.07223598
Threat0.012492486
Severe Toxicity0.015092585
Moderate 0.3308965 Constructive 0.738 Identity_Assertion
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Identity Attack0.08087392
Insult0.34548226
Profanity0.02023706
Threat0.006550381
Severe Toxicity0.0046920776
Moderate 0.3308965 Low Con 0.165
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' …
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' have to go, we are tired of them. These libreals are just doing thier JOBS and just sit there and collect our hard earned money. ENOUGH IS ENOUGH. Let PP take over and clean up OUR COUNTRY.
Identity Attack0.36702603
Insult0.23704576
Profanity0.027820412
Threat0.021990653
Severe Toxicity0.016641939
Moderate 0.3308965 Moderate Con 0.409 Identity_Assertion
Oct 4, 2025 IRCC Names India in Study …
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
Identity Attack0.38185352
Insult0.15556364
Profanity0.027683776
Threat0.0138755
Severe Toxicity0.011749268
Moderate 0.3308965 Moderate Con 0.49 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems …
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems with them or take advantage of the host country, regardless of which country they move to or from. I was never brought up with racism. The problem with mass immigration is that the government of Canada is breeding racism!
Identity Attack0.36702603
Insult0.24493282
Profanity0.02522431
Threat0.0077025536
Severe Toxicity0.009918213
Moderate 0.3308965 Constructive 0.719
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Now why would you blow up homie’s human smuggling business? 😂😂😂 Immigrants saying they are tired of other immigrants who moved to the new country they are in is kinda wild lol.
Now why would you blow up homie’s human smuggling business? 😂😂😂 Immigrants saying they are tired of other immigrants who moved to the new country they are in is kinda wild lol.
Identity Attack0.32476485
Insult0.20901857
Profanity0.072882555
Threat0.021127338
Severe Toxicity0.013285006
Moderate 0.3302291 Moderate Con 0.32 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years …
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years of taxpayer funded lawyers to help them remain in Canada. Tim Hortons laid off Canadian full time workers and imported temporary part time workers and the tacpayer pays half their wages. A company worty of a nation wide boycott.
Identity Attack0.23694818
Insult0.30797598
Profanity0.017709278
Threat0.025271246
Severe Toxicity0.010223389
Moderate 0.3302291 Moderate Con 0.416 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly bringing nothing but disgrace back home. They are invading the surreal ambience of The West which is certainly not fair. And This is infact not their fault entirely ; they are shown dreams of a Utopian World brimming with opportunities they are assured they'd only get in the English speaking nations or other Western nations .
Identity Attack0.3825363
Insult0.24928534
Profanity0.11663672
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.3302291 Constructive 0.643 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience …
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience Indian culture, i could just visit Canada😂😂😂
Identity Attack0.38223284
Insult0.16053712
Profanity0.03339528
Threat0.0097738765
Severe Toxicity0.011749268
Moderate 0.3302291 Moderate Con 0.397
Jun 19, 2025 How Canada broke its immigration …
When I was growing up, our Chinese and Indian immigrants were working in medicine and engineering. Now the immigrants are Filipinos and Mexicans in service jobs, slaughterhouses and greenhouses, and Punjabis working security.
When I was growing up, our Chinese and Indian immigrants were working in medicine and engineering. Now the immigrants are Filipinos and Mexicans in service jobs, slaughterhouses and greenhouses, and Punjabis working security.
Identity Attack0.43896464
Insult0.13245803
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.015286255
Moderate 0.32971194 Constructive 0.548
Jun 18, 2025 21 likes How Canada broke its immigration …
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, …
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, Hindus and Arabs who don't remotely share the same values as the native Christian population. There you go!!! That's the problem.
Identity Attack0.42615733
Insult0.13607834
Profanity0.022423252
Threat0.008272167
Severe Toxicity0.011138916
Moderate 0.32971194 Moderate Con 0.483 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do …
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do they know about us. 99.99% of the people came legally either as TFW like the rest of Canada or as students or as landed immigrants, all of whom required a lot of money to come. Unlike the European immigrants who came 30-50 years ago who brag about coming with $6 in their pocket, these people are bringing $50K per person so they are actually adding to GDP..
Identity Attack0.38826546
Insult0.17361937
Profanity0.053435806
Threat0.009592636
Severe Toxicity0.0125103295
Moderate 0.32971194 Constructive 0.674 Moral_Argument
Jan 19, 2026 Inside Canada's Indian Metropolis (Brampton)
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to …
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to mention most white people only have 1 kid or don't want kids at all so it's entire re-population plan is just to go all in on immigration and let white people slowly fade out until there's none left. XD
Identity Attack0.39966375
Insult0.1378885
Profanity0.070942834
Threat0.018192071
Severe Toxicity0.014253352
Moderate 0.32971194 Moderate Con 0.362 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
No more Indian international students they're now migrating to New Brunswick and are being hired as PSW with work permit. They're moving to Alberta, New Brunswick. Canada is a laughing stock for most immigrants.
No more Indian international students they're now migrating to New Brunswick and are being hired as PSW with work permit. They're moving to Alberta, New Brunswick. Canada is a laughing stock for most immigrants.
Identity Attack0.3817989
Insult0.16868424
Profanity0.019485557
Threat0.006602164
Severe Toxicity0.008735657
Moderate 0.32919475 Moderate Con 0.411
Nov 25, 2025 1 likes IRCC Names India in Study …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.